A new look at the inverse Gaussian distribution with applications to insurance and economic data

A Punzo - Journal of Applied Statistics, 2019 - Taylor & Francis
Insurance and economic data are often positive, and we need to take into account this
peculiarity in choosing a statistical model for their distribution. An example is the inverse …

KernSmoothIRT: An R package for kernel smoothing in item response theory

A Mazza, A Punzo, B McGuire - arXiv preprint arXiv:1211.1183, 2012 - arxiv.org
Item response theory (IRT) models are a class of statistical models used to describe the
response behaviors of individuals to a set of items having a certain number of options. They …

Finite mixtures of unimodal beta and gamma densities and the-bumps algorithm

L Bagnato, A Punzo - Computational Statistics, 2013 - Springer
This paper addresses the problem of estimating a density, with either a compact support or a
support bounded at only one end, exploiting a general and natural form of a finite mixture of …

[PDF][PDF] DBKGrad: An R package for mortality rates graduation by discrete beta kernel techniques

A Mazza, A Punzo - Journal of Statistical Software, 2014 - jstatsoft.org
We introduce the R package DBKGrad, conceived to facilitate the use of kernel smoothing in
graduating mortality rates. The package implements univariate and bivariate adaptive …

A semi-parametric density estimation with application in clustering

M Salehi, A Bekker, M Arashi - Journal of Classification, 2023 - Springer
The idea behind density-based clustering is to associate groups to the connected
components of the level sets of the density of the data to be estimated by a nonparametric …

Modeling return to education in heterogeneous populations: An application to Italy

A Mazza, M Battisti, S Ingrassia, A Punzo - Statistical Learning of Complex …, 2019 - Springer
The Mincer human capital earnings function is a regression model that relates individual's
earnings to schooling and experience. It has been used to explain individual behavior with …

Bivariate discrete beta kernel graduation of mortality data

A Mazza, A Punzo - Lifetime data analysis, 2015 - Springer
Various parametric/nonparametric techniques have been proposed in literature to graduate
mortality data as a function of age. Nonparametric approaches, as for example kernel …

Using the variation coefficient for adaptive discrete beta kernel graduation

A Mazza, A Punzo - Statistical Models for Data Analysis, 2013 - Springer
Various approaches have been proposed in literature for the kernel graduation of mortality
rates. Among them, this paper considers, as a starting point, the fixed bandwidth discrete …

A quantitative comparison of multiple population mortality model on some east asian countries and regions

M Zhao, X Wang, Y Liu, J Shen - Mathematical Problems in …, 2020 - Wiley Online Library
This paper reviews the progress of the multiple population mortality model and the defects in
parameter estimation and proposes an effective method to improve the performance of the …

[PDF][PDF] Package 'DBKGrad'

A Mazza, A Punzo, MA Mazza - 2014 - Citeseer
•" VC" for an adaptive bandwidth based on a vector of weights derived from the variation
coefficients which, in turn, depends from the exposures (see Mazza A, Punzo A, in press, for …